Scikit-learn 课程可以帮助您学习数据预处理、模型选择和 Evaluation 技术,以及监督和非监督学习方法。您可以掌握特征工程、超参数调整以及决策树和支持向量机等算法的实施技能。许多课程还介绍了 Jupyter Notebook 和 Python 库等工具,这些工具支持应用机器学习概念和 Visualization 数据,以获得可行的见解。

University of California San Diego
您将获得的技能: 生物信息学, 药物开发, 临床试验, 生物技术, 精准医疗, 药品, 临床前开发, 药理学, 分子生物学
初级 · 课程 · 1-3 个月

您将获得的技能: Statistical Visualization, Model Evaluation, Data Presentation, Statistical Hypothesis Testing, Statistical Analysis, Data Storytelling, Large Language Modeling, Statistical Methods, Data-Driven Decision-Making, Matplotlib, Statistical Inference, Jupyter, Probability & Statistics, Experimentation, Performance Metric
中级 · 课程 · 1-4 周

您将获得的技能: Retrieval-Augmented Generation, AI Workflows, Model Deployment, Transfer Learning, Application Deployment, Embeddings, Vector Databases, Model Evaluation
高级设置 · 课程 · 1-3 个月

Microsoft
您将获得的技能: Data Pipelines, Databases, Extract, Transform, Load, Data Lakes, NoSQL, SQL Server Integration Services (SSIS), Data Processing, Data Architecture, Azure Synapse Analytics, Data Warehousing, Data Management, Microsoft Azure, Data Transformation, Database Management Systems, Data Infrastructure, Data Integration, Data Governance, Data Storage Technologies, Data Storage, Real Time Data
中级 · 课程 · 1-3 个月

University of Colorado System
您将获得的技能: Algorithm, 数据结构, 计算机编程, 原型设计, 事件驱动编程, 软件设计模式, 图论, 面向对象编程(OOP), 应用程序开发, 数据存储, 视频游戏开发, 调试, 数据管理, Data Management, 面向对象设计, 游戏设计, 编程原则, 文件输入/输出, Unity 引擎, C#(编程语言), 软件架构
初级 · 专项课程 · 3-6 个月

您将获得的技能: Augmented and Virtual Reality (AR/VR), Game Design, User Interface (UI)
初级 · 课程 · 1-3 个月

Imperial College London
您将获得的技能: 回归分析, Python 程序设计, 衍生产品, 线性代数, 微积分, 人工神经网络, 机器学习算法, 高等数学, 数学建模
初级 · 课程 · 1-3 个月
您将获得的技能: Waste Minimization, Environmental Social And Corporate Governance (ESG), Sustainable Technologies, Environmental Regulations, Environmental Monitoring, Sustainable Design, Sustainability Reporting, Corporate Sustainability, Compliance Management, Regulatory Compliance, Manufacturing and Production, Manufacturing Processes, Energy and Utilities, Operational Efficiency, Materials science, AI Enablement, Internet Of Things, Climate Change Mitigation, Capital Markets, Innovation
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: No-Code Development, Workflow Management, Business Process Modeling, Process Mapping, Business Process, Data Integration
中级 · 课程 · 1-4 周

Universidades Anáhuac
您将获得的技能: Sterilization, Operating Room (OR), Surgical Suturing, Sterile Procedure, Asepsis, Patient Preparation, Perioperative Care, Patient Positioning, Medical Equipment and Technology, Behavior Management, Health Assessment
初级 · 课程 · 1-3 个月

Board Infinity
您将获得的技能: Google Analytics, Marketing Analytics, Web Analytics, Marketing Effectiveness, Campaign Management, Digital Marketing, Target Audience, Customer Insights, Analytics, Performance Analysis, A/B Testing, Dashboard, Performance Metric, Content Strategy
初级 · 课程 · 1-4 周

您将获得的技能: Back-End Web Development, PostgreSQL, Python Programming, Restful API, SQL, API Design, Object-Relational Mapping, Database Management, Databases, Data Validation, Development Environment
中级 · 课程 · 1-3 个月